Robust exploration in linear quadratic reinforcement learning

4 June 2019

Papers citing "Robust exploration in linear quadratic reinforcement learning"

8 / 8 papers shown

Title
Thompson Sampling Efficiently Learns to Control Diffusion Processes Mohamad Kazem Shirani Faradonbeh Mohamad Sadegh Shirani Faradonbeh Mohsen Bayati 15 9 0 20 Jun 2022
Differentiable Robust LQR Layers Ngo Anh Vien Gerhard Neumann 11 4 0 10 Jun 2021
On Uninformative Optimal Policies in Adaptive LQR with Unknown B-Matrix Ingvar M. Ziemann H. Sandberg 29 9 0 18 Nov 2020
Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems Sahin Lale Kamyar Azizzadenesheli B. Hassibi Anima Anandkumar 35 92 0 25 Mar 2020
Adaptive Control and Regret Minimization in Linear Quadratic Gaussian (LQG) Setting Sahin Lale Kamyar Azizzadenesheli B. Hassibi Anima Anandkumar 19 20 0 12 Mar 2020
Optimistic robust linear quadratic dual control Jack Umenberger Thomas B. Schon 18 7 0 31 Dec 2019
Actively Learning Gaussian Process Dynamics Mona Buisson-Fenet Friedrich Solowjow Sebastian Trimpe GP 30 64 0 22 Nov 2019
Spectral Filtering for General Linear Dynamical Systems Elad Hazan Holden Lee Karan Singh Cyril Zhang Yi Zhang 45 97 0 12 Feb 2018